Saikat Basak
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Projects

Price of Housing in Brazil

Worked with a dataset of homes for sale in Brazil. The goal is to determine if there are regional differences in the real estate market, and to look at southern Brazil to see if there is a relationship between home size and price. Combined CSV files of real estate data from Brazil and cleaned the data for exploration. Used data visualization skills to explore more about the regional differences in the Brazilian real estate market.

Using TensorFlow, House Sales Prediction in King County, USA

The dataset contains house sale prices for King County, which includes Seattle. Deep Learning model is used to predict house price using regression. Exploratory Data Analysis: Get an understanding for which variables are important, view summary statistics, and visualize the data Creating a model using TensorFlow Adam optimizer has been used in this model Evaluating the model performance Link to GitHub Repository
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© Saikat Basak 2023
Tableau Projects